A growing Western consensus that Syria's government used chemical weapons this week against its own people is based on information from networks of informants in rebel strongholds, who collect tissue samples and video evidence for Western and Middle Eastern spy agencies, according to U.S., European and Arab officials.

The forensic networks, built up over the last six months by U.S. and allied spy agencies active in Syria, are playing...